On Affine Invariant $L_p$ Depth Classifiers based on an Adaptive Choice of $p$

Subhajit Dutta, Anil K. Ghosh

In this article, we use L${}_p$ depth for classification of multivariate data, where the value of $p$ is chosen adaptively using observations from the training sample. While many dep…